{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Подготовка данных"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Requirement already satisfied: plotly in ./.venv/lib/python3.11/site-packages (5.20.0)\n",
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      "Requirement already satisfied: nest-asyncio in ./.venv/lib/python3.11/site-packages (from ipykernel) (1.6.0)\n",
      "Requirement already satisfied: packaging in ./.venv/lib/python3.11/site-packages (from ipykernel) (24.0)\n",
      "Requirement already satisfied: psutil in ./.venv/lib/python3.11/site-packages (from ipykernel) (5.9.8)\n",
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      "Requirement already satisfied: jsonschema>=2.6 in ./.venv/lib/python3.11/site-packages (from nbformat) (4.21.1)\n",
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      "Requirement already satisfied: jedi>=0.16 in ./.venv/lib/python3.11/site-packages (from ipython>=7.23.1->ipykernel) (0.19.1)\n",
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      "Requirement already satisfied: typing-extensions in ./.venv/lib/python3.11/site-packages (from ipython>=7.23.1->ipykernel) (4.10.0)\n",
      "Requirement already satisfied: pexpect>4.3 in ./.venv/lib/python3.11/site-packages (from ipython>=7.23.1->ipykernel) (4.9.0)\n",
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      "Requirement already satisfied: platformdirs>=2.5 in ./.venv/lib/python3.11/site-packages (from jupyter-core!=5.0.*,>=4.12->ipykernel) (4.2.0)\n",
      "Requirement already satisfied: six>=1.5 in ./.venv/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
      "Requirement already satisfied: parso<0.9.0,>=0.8.3 in ./.venv/lib/python3.11/site-packages (from jedi>=0.16->ipython>=7.23.1->ipykernel) (0.8.3)\n",
      "Requirement already satisfied: ptyprocess>=0.5 in ./.venv/lib/python3.11/site-packages (from pexpect>4.3->ipython>=7.23.1->ipykernel) (0.7.0)\n",
      "Requirement already satisfied: wcwidth in ./.venv/lib/python3.11/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython>=7.23.1->ipykernel) (0.2.13)\n",
      "Requirement already satisfied: executing>=1.2.0 in ./.venv/lib/python3.11/site-packages (from stack-data->ipython>=7.23.1->ipykernel) (2.0.1)\n",
      "Requirement already satisfied: asttokens>=2.1.0 in ./.venv/lib/python3.11/site-packages (from stack-data->ipython>=7.23.1->ipykernel) (2.4.1)\n",
      "Requirement already satisfied: pure-eval in ./.venv/lib/python3.11/site-packages (from stack-data->ipython>=7.23.1->ipykernel) (0.2.2)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install ipykernel nbformat pandas pyarrow plotly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "\n",
    "import pandas as pd\n",
    "import plotly\n",
    "import plotly.express as px"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-2.30.0.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotly.offline.init_notebook_mode(connected=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "csv_labs = [\n",
    "    Path(\"./data/LAB_1_1_1.csv\"),\n",
    "    Path(\"./data/LAB_1_1_2.csv\"),\n",
    "    Path(\"./data/LAB_1_1_3.csv\"),\n",
    "    Path(\"./data/LAB_1_1_4.csv\"),\n",
    "    Path(\"./data/LAB_1_1_5.csv\"),\n",
    "    Path(\"./data/LAB_1_2_1.csv\"),\n",
    "    Path(\"./data/LAB_1_3_1.csv\"),\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. LAB_**1**_2_4 - номер лабораторной работы\n",
    "2. LAB_1_**2**_4 - тип включения (один, последовательно, параллельно)\n",
    "3. LAB_1_2_**4** - вид диода"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[PosixPath('data/LAB_1_1_1.csv'),\n",
       " PosixPath('data/LAB_1_1_2.csv'),\n",
       " PosixPath('data/LAB_1_1_3.csv'),\n",
       " PosixPath('data/LAB_1_1_4.csv'),\n",
       " PosixPath('data/LAB_1_1_5.csv'),\n",
       " PosixPath('data/LAB_1_2_1.csv'),\n",
       " PosixPath('data/LAB_1_3_1.csv')]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csv_labs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def prepare_df(path):\n",
    "    df = pd.read_csv(path)\n",
    "    df.columns = [\"X\", \"Y\"]\n",
    "    df = df[(df.Y > -1) & (df.Y < 1)]\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs = list()\n",
    "for i in csv_labs:\n",
    "    dfs.append(prepare_df(i))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs[0][\"type\"] = \"Выпрямительный диод - один\"\n",
    "dfs[5][\"type\"] = \"Выпрямительный диод - последовательно\"\n",
    "dfs[6][\"type\"] = \"Выпрямительный диод - параллельно\"\n",
    "dfs[2][\"type\"] = \"Диод Шоттки\"\n",
    "dfs[4][\"type\"] = \"Светодиод\"\n",
    "all_diode_df = pd.concat([dfs[0], dfs[5], dfs[6], dfs[2], dfs[4],], axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs[0][\"type\"] = \"Один\"\n",
    "dfs[5][\"type\"] = \"Последовательно\"\n",
    "dfs[6][\"type\"] = \"Параллельно\"\n",
    "rectifier_df_one = dfs[0]\n",
    "rectifier_df_all = pd.concat([dfs[0], dfs[5], dfs[6]], axis=0)\n",
    "tunnel_df = dfs[1]\n",
    "schottky_df = dfs[2]\n",
    "zener_df = dfs[3]\n",
    "led_df = dfs[4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "rectifier_df_one.Y = rectifier_df_one.Y * 1000\n",
    "rectifier_df_all.Y = rectifier_df_all.Y * 1000\n",
    "tunnel_df.Y = tunnel_df.Y * 1000\n",
    "schottky_df.Y = schottky_df.Y * 1000\n",
    "zener_df.Y = zener_df.Y * 1000\n",
    "led_df.Y = led_df.Y * 1000\n",
    "all_diode_df.Y = all_diode_df.Y * 1000"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Графики"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Формулы\n",
    "\n",
    "### Сопротивление постоянному току\n",
    "$R_\\text{ 0 } = \\frac { U_\\text{ прямое } } { I_\\text{ прямое } }$\n",
    "\n",
    "### Сопротивление обратносмещенного диода\n",
    "$R_\\text{ обратное } = \\frac { U_\\text{ обратное } } { I_\\text{ обратное } }$\n",
    "\n",
    "### Дифференциальное прямое смещение\n",
    "$R_\\text{ дифф } = \\frac { \\Delta U_\\text{ прямое } } { \\Delta I_\\text{ прямое } }$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "figures = list()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Выпрямительный диод - 1N1199C"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Подходящий даташит не был найден\n",
    "\n",
    "### Одиночное включение\n",
    "\n",
    "- Прямое падение напряжения на диоде = 360 мВ\n",
    "- Номинальное значение прямого тока = 10.44 мА\n",
    "- Допустимое обратное напряжение = 80 В (при 100 В происходит пробой)\n",
    "- Обратный ток при допустимом обратном напряжении = 9.94 мкрА\n",
    "- Сопротивление постоянному току: $\\frac { 360 } { 10.44 } = 34.48 \\text { Ом }$\n",
    "- Сопротивление обратносмещенного диода: $\\frac { 80 } { 9.94 * 10^{ -6 } } = 8.05 \\text { МОм }$\n",
    "- Дифференциальное прямое смещение: $\\frac { 0.4 - 0.3 } { 0.0226 - 0.0033 } = 5.18 \\text { Ом }$\n",
    "\n",
    "### Последовательное включение\n",
    "- Прямое падение напряжения на диоде = 720 мВ\n",
    "- Номинальное значение прямого тока = 10.44 мА\n",
    "- Допустимое обратное напряжение = 160 В (при 200 В происходит пробой)\n",
    "- Обратный ток при допустимом обратном напряжении = 9.94 мкрА\n",
    "- Сопротивление постоянному току: $\\frac { 720 } { 10.44 } = 68.97 \\text { Ом }$\n",
    "- Сопротивление обратносмещенного диода: $\\frac { 160 } { 9.94 * 10^{ -6 } } = 16.10 \\text { МОм }$\n",
    "- Дифференциальное прямое смещение: $\\frac { 0.78 - 0.66 } { 0.0184 - 0.0058 } = 9.52 \\text { Ом }$\n",
    "\n",
    "### Параллельное включение\n",
    "- Прямое падение напряжения на диоде = 320 мВ\n",
    "- Номинальное значение прямого тока = 10.44 мА\n",
    "- Допустимое обратное напряжение = 80 В (при 100 В происходит пробой)\n",
    "- Обратный ток при допустимом обратном напряжении = 19.88 мкрА\n",
    "- Сопротивление постоянному току: $\\frac { 320 } { 10.44 } = 30.65 \\text { Ом }$\n",
    "- Сопротивление обратносмещенного диода: $\\frac { 80 } { 19.88 * 10^{ -6 } } = 4.02 \\text { МОм }$\n",
    "- Дифференциальное прямое смещение: $\\frac { 0.38 - 0.26 } { 0.0307 - 0.0030 } = 4.33 \\text { Ом }$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
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   "source": [
    "figure = px.line(\n",
    "    rectifier_df_one[(rectifier_df_one.X >= 0) & (rectifier_df_one.Y < 200)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Выпрямительный диод (прямая ветвь)\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=0.36, y=10.44,\n",
    "                      text=\"Напряжение: 360 мВ<br>Сила тока: 10.44 мА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-40)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
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  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
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   "source": [
    "figure = px.line(\n",
    "    rectifier_df_one[(rectifier_df_one.X > -110) & (rectifier_df_one.X < -70)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Выпрямительный диод (обратная ветвь)\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=-80, y=-0.00994,\n",
    "                      text=\"Допустимое обратное напряжение<br>Напряжение: 80 В<br>Сила тока: 9.94 мкрА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-40)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
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   ],
   "source": [
    "figure = px.line(\n",
    "    rectifier_df_all[(rectifier_df_all.X >= 0) & (rectifier_df_all.Y < 40)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    line_group=\"type\",\n",
    "    color=\"type\",\n",
    "    title=\"Выпрямительный диод (прямая ветвь)\",\n",
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    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_hline(10, annotation_text=\"10 мА\")\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
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   "source": [
    "figure = px.line(\n",
    "    rectifier_df_all[(rectifier_df_all.X > -210) & (rectifier_df_all.X < -90)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    line_group=\"type\",\n",
    "    color=\"type\",\n",
    "    title=\"Выпрямительный диод (обратная ветвь)\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "        \"type\": \"Тип включения\"\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Туннельный диод - 1N3712"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Данные совпадают с даташитом: https://html.alldatasheet.com/html-pdf/941839/ETC2/1N3712/196/2/1N3712.html\n",
    "\n",
    "- Напряжение пика = 60 мВ\n",
    "- Сила тока пика = 0.96 мА\n",
    "- Напряжение впадины = 342 мВ\n",
    "- Сила тока впадины = 0.17 мА\n",
    "- Напряжение раствора = 498 мВ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
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   "source": [
    "figure = px.line(\n",
    "    tunnel_df[(tunnel_df.X > 0) & (tunnel_df.Y < 1.5) & (tunnel_df.X < 0.6)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Туннельный диод\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=0.06, y=0.96,\n",
    "                      text=\"Пик<br>Напряжение: 60 мВ<br>Сила тока: 0.96 мА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-40)\n",
    "figure.add_annotation(x=0.342, y=0.17,\n",
    "                      text=\"Впадина<br>Напряжение: 342 мВ<br>Сила тока: 0.17 мА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-50)\n",
    "figure.add_annotation(x=0.498, y=0.96,\n",
    "                      text=\"Раствор<br>Напряжение: 498 мВ<br>Сила тока: 0.96 мА\",\n",
    "                      align=\"left\",\n",
    "                      ax=-70, ay=-40)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Диод Шоттки - 5EQ100"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Результат частично соответствует даташиту: https://html.alldatasheet.com/html-pdf/728727/IRF/5EQ100/53/1/5EQ100.html\n",
    "\n",
    "- Прямое падение напряжения на диоде = 250 мВ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
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   ],
   "source": [
    "figure = px.line(\n",
    "    schottky_df[(schottky_df.X >= 0) & (schottky_df.Y < 50)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Диод Шоттки (прямая ветвь)\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=0.25, y=10.88,\n",
    "                      text=\"Напряжение: 250 мВ<br>Сила тока: 10.88 мА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-50)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
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  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
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   ],
   "source": [
    "figure = px.line(\n",
    "    schottky_df[(schottky_df.X > -110) & (schottky_df.X < -70)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Диод Шоттки (обратная ветвь)\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=-80, y=-0.08772,\n",
    "                      text=\"Допустимое обратное напряжение<br>Напряжение: 80 В<br>Сила тока: 87.72 мкрА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-40)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Стабилитрон - 1N4097"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Подходящий даташит не был найден\n",
    "\n",
    "- Напряжение стабилизации = 101 В\n",
    "- Минимальный ток стабилизации = 3.32 мА\n",
    "- Максимальный ток стабилизации = 33.05 мА\n",
    "- Номинальный ток стабилизации = 19.14 мА"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
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          -109,
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    "figure = px.line(\n",
    "    zener_df[(zener_df.X < -80) & (zener_df.Y < 1.5)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
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    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=-99.75, y=-3.32,\n",
    "                      text=\"Минимальный ток стабилизации<br>Напряжение: 99.75 В<br>Сила тока: 3.32 мА\",\n",
    "                      align=\"left\",\n",
    "                      ax=-150)\n",
    "figure.add_annotation(x=-101, y=-19.14,\n",
    "                      text=\"Номинальный ток стабилизации<br>Напряжение: 101 В<br>Сила тока: 19.14 мА\",\n",
    "                      align=\"left\",\n",
    "                      ax=150, ay=10)\n",
    "figure.add_annotation(x=-102, y=-33.05,\n",
    "                      text=\"Максимальный ток стабилизации<br>Напряжение: 102 В<br>Сила тока: 33.05 мА\",\n",
    "                      align=\"left\",\n",
    "                      ax=-150, ay=-40)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Светодиод - Синий"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Результат частично соответствует статье на википедии\n",
    "\n",
    "- Прямое падение напряжения на диоде = 3.39 В"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
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   "source": [
    "figure = px.line(\n",
    "    led_df[(led_df.X >= 3) & (led_df.Y < 30)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    title=\"Светодиод\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figure.add_annotation(x=3.39, y=9.46,\n",
    "                      text=\"Напряжение: 3.39 В<br>Сила тока: 9.46 мА\",\n",
    "                      align=\"left\",\n",
    "                      ay=-50)\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Сравнение диодов"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
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   ],
   "source": [
    "figure = px.line(\n",
    "    all_diode_df[(all_diode_df.X >= 0) & (all_diode_df.Y < 30)],\n",
    "    x=\"X\",\n",
    "    y=\"Y\",\n",
    "    line_group=\"type\",\n",
    "    color=\"type\",\n",
    "    title=\"Сравнение диодов\",\n",
    "    labels={\n",
    "        \"X\": \"Напряжение (В)\",\n",
    "        \"Y\": \"Сила тока (мА)\",\n",
    "        \"type\": \"Диод и способ подключения\"\n",
    "    },\n",
    "    markers=True,\n",
    ")\n",
    "\n",
    "figures.append(figure)\n",
    "\n",
    "figure"
   ]
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